Hierarchical Generalized Linear Models

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Generalized Linear Models

2005 • 21,170 citations

Longitudinal data analysis using generalized linear models

1986 • 17,084 citations

Generalized Linear Models

1989 • 15,385 citations

Bayesian Data Analysis

1995 • 14,293 citations

Linear Statistical Inference and its Applications

1973 • 10,599 citations

Continuous Univariate Distributions.

1995 • 9,403 citations

Generalized Additive Models.

1991 • 8,555 citations

Generalized Linear Models

1972 • 6,608 citations

Multilevel Statistical Models

2006 • 5,157 citations

Forecasting, Structural Time Series Models and the Kalman Filter

1991 • 5,040 citations

Models for Longitudinal Data: A Generalized Estimating Equation Approach

1988 • 4,384 citations

Approximate Inference in Generalized Linear Mixed Models

1993 • 3,960 citations

Recovery of inter-block information when block sizes are unequal

1971 • 3,597 citations

Linear Mixed Models for Longitudinal Data

1997 • 3,557 citations

Theoretical Statistics

1974 • 2,786 citations

Analysis of Binary Data

2008 • 2,760 citations

Residuals and Influence in Regression

1984 • 2,664 citations

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems

1977 • 2,325 citations

Best Linear Unbiased Estimation and Prediction under a Selection Model

1975 • 2,069 citations

Finding the Observed Information Matrix When Using the EM Algorithm

1982 • 2,055 citations

Accurate Approximations for Posterior Moments and Marginal Densities

1986 • 1,957 citations

Quasi-likelihood functions, generalized linear models, and the Gauss—Newton method

1974 • 1,839 citations

Variance Components

1992 • 1,825 citations

Experimental designs, 2nd ed.

1957 • 1,781 citations

Adaptive Rejection Sampling for Gibbs Sampling

1992 • 1,658 citations

Generalized Linear Models, 2nd Edn.

1990 • 1,555 citations

Parameter Orthogonality and Approximate Conditional Inference

1987 • 1,314 citations

Empirical Bayes Estimates of Age-Standardized Relative Risks for Use in Disease Mapping

1987 • 1,262 citations

Nonparametric Regression and Generalized Linear Models: A Roughness Penalty Approach.

1994 • 1,234 citations

Estimation in generalized linear models with random effects

1991 • 1,114 citations

Generalized Linear Models with Random Effects; a Gibbs Sampling Approach

1991 • 925 citations

Random-Effects Models for Serial Observations with Binary Response

1984 • 754 citations

Asymptotic Properties of Conditional Maximum-Likelihood Estimators

1970 • 742 citations

Asymptotic Techniques for Use in Statistics

1989 • 725 citations

Plots, Transformations, and Regression

1987 • 718 citations

A Language and Program for Complex Bayesian Modelling

1994 • 669 citations

The simulation smoother for time series models

1995 • 588 citations

The Estimation of Environmental and Genetic Trends from Records Subject to Culling

1959 • 586 citations

Regression with Frailty in Survival Analysis

1991 • 490 citations

An Assessment of Estimation Procedures for Multilevel Models with Binary Responses

1995 • 487 citations

Bias correction in generalised linear mixed models with a single component of dispersion

1995 • 479 citations

Some Covariance Models for Longitudinal Count Data with Overdispersion

1990 • 448 citations

Extension of the Gauss-Markov Theorem to Include the Estimation of Random Effects

1976 • 427 citations

An extended quasi-likelihood function

1987 • 392 citations

Bias Correction in Generalized Linear Mixed Models with Multiple Components of Dispersion

1996 • 386 citations

Nonlinear multilevel models, with an application to discrete response data

1991 • 383 citations

Some Aspects of Polya Tree Distributions for Statistical Modelling

1992 • 377 citations

Large-Sample Methods in Statistics: An Introduction with Applications.

1995 • 361 citations

Beta-Binomial Anova for Proportions

1978 • 348 citations

Laplace's approximation for nonlinear mixed models

1993 • 338 citations

Bayesian Analysis of Linear and Non-Linear Population Models by Using the Gibbs Sampler

1994 • 337 citations

Analysis of Covariance and Standardization as Instances of Prediction

1982 • 311 citations

Residuals in Generalized Linear Models

1986 • 285 citations

Multilevel time series models with applications to repeated measures data

1994 • 283 citations

Penalized Likelihood for General Semi-Parametric Regression Models

1987 • 279 citations

The analysis of binomial data by a generalized linear mixed model

1985 • 269 citations

Estimation in Generalized Mixed Models

1994 • 263 citations

Two graphical displays for outlying and influential observations in regression

1981 • 251 citations

Estimation in Parallel Randomized Experiments

1981 • 240 citations

Generalized Linear Model Diagnostics Using the Deviance and Single Case Deletions

1987 • 227 citations

Laplace Approximation of High Dimensional Integrals

1995 • 221 citations

Bayesian methods for mapping disease risk

1996 • 200 citations

Diagnostics for Mixed-Model Analysis of Variance

1987 • 169 citations

A simple approach for the analysis of generalizea linear mixed models

1994 • 162 citations

Posterior Mode Estimation by Extended Kalman Filtering for Multivariate Dynamic Generalized Linear Models

1992 • 157 citations

Hierarchical Poisson Regression Modeling

1997 • 150 citations

Likelihood inference in a correlated probit regression model

1984 • 146 citations

Likelihood, Quasi-Likelihood and Pseudolikelihood: Some Comparisons

1992 • 144 citations

Generalized Linear Models with Random Effects; Salamander Mating Revisited

1992 • 143 citations

The Beta-Geometric Distribution Applied to Comparative Fecundability Studies

1986 • 141 citations

Hierarchical Generalized Linear Models and Frailty Models with Bayesian Nonparametric Mixing

1997 • 126 citations

Robust Empirical Bayes Analyses of Event Rates

1987 • 108 citations

[That BLUP is a Good Thing: The Estimation of Random Effects]: Comment

1991 • 108 citations

Regression Model Diagnostics

1992 • 101 citations

Mixed Model for Analyzing Geographic Variability in Mortality Rates

1988 • 98 citations

Robust Empirical Bayes Analyses of Event Rates

1987 • 71 citations

A generalized linear model with nested strata of extra-Poisson variation

1987 • 67 citations

Marginal regression analysis of a multivariate binary response

1995 • 58 citations

Conjugate Priors for Exponential Families Having Quadratic Variance Functions

1992 • 51 citations

Heterogeneity in Mantel-Haenszel-type models

1993 • 48 citations

Dynamic linear model diagnostics

1991 • 27 citations

Quasi-likelihood for multiplicative random effects

1991 • 26 citations

Inference for threshold models with variance components from the generalized linear mixed model perspective

1995 • 25 citations

Modelling Task Completion Data with Inverse Gaussian Mixtures

1993 • 23 citations

Generalized Linear Models and Applications to Animal Breeding

1990 • 21 citations

Nearly Parallel Lines in Residual Plots

1990 • 16 citations

Mixed models for repeated count data.

1993 • 14 citations

Comparisons of some GLMM estimators for a simple binomial model

1994 • 10 citations

Deleted Work

1955 • 0 citations